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Models/DSPoint

DSPoint

Reported on 11 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical4 results

  • Semantic SegmentationonS3DIS
    Mean IoU· 2021-11-19
    63.3
    best: 82.3 (Sonata + PTv3)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • Semantic SegmentationonS3DIS
    mAcc· 2021-11-19
    70.9
    best: 89.9 (Sonata + PTv3)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • Semantic SegmentationonShapeNet-Part
    Class Average IoU· 2021-11-19
    83.9
    best: 87.7 (Feature Geometric Net (FG-Net))
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • Semantic SegmentationonShapeNet-Part
    Instance Average IoU· 2021-11-19
    85.8
    best: 89.1 (GeomGCNN)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332

Audio4 results

  • 10-shot image generationonS3DIS
    Mean IoU· 2021-11-19
    63.3
    best: 82.3 (Sonata + PTv3)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • 10-shot image generationonS3DIS
    mAcc· 2021-11-19
    70.9
    best: 89.9 (Sonata + PTv3)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • 10-shot image generationonShapeNet-Part
    Class Average IoU· 2021-11-19
    83.9
    best: 87.7 (Feature Geometric Net (FG-Net))
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • 10-shot image generationonShapeNet-Part
    Instance Average IoU· 2021-11-19
    85.8
    best: 89.1 (GeomGCNN)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332

Computer Vision3 results

  • Shape Representation Of 3D Point CloudsonModelNet40
    Overall Accuracy· 2021-11-19
    93.5
    best: 95.3 (PointGST)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • 3D Point Cloud ClassificationonModelNet40
    Overall Accuracy· 2021-11-19
    93.5
    best: 95.3 (PointGST)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332
  • 3D Point Cloud ReconstructiononModelNet40
    Overall Accuracy· 2021-11-19
    93.5
    best: 95.3 (PointGST)
    DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionarXiv:2111.10332